Agent Friendly Code

Which public repos are friendliest to an AI coding agent?

Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.

Looking up a dependency? Check any npm / PyPI / Cargo package by name.

Repo not on the board? Score any public GitHub repo live from its current commit.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 5 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
129ReactiveX/RxSwiftGitHub24.6k ★
75.6
open
130ocaml/duneGitHub1.9k ★
75.5
open
131plausible/analyticsGitHub28.9k ★
75.3
open
132encode/starletteGitHub12.6k ★
75.2
open
133TheOrcDev/8bitcn-uiGitHub2k ★
75.2
open
134huggingface/diffusersGitHub34.5k ★
75.1
open
135MaterializeInc/materializeGitHub6.4k ★
75.1
open
136minio/minioGitHub61.4k ★
75.0
open
137delta-io/deltaGitHub9k ★
75.0
open
138open-webui/open-webuiGitHub151.1k ★
74.6
open
139nestjs/nestGitHub76.6k ★
74.6
open
140continuedev/continueGitHub35.8k ★
74.6
open
141junegunn/fzfGitHub82.8k ★
74.5
open
142trpc/trpcGitHub40.6k ★
74.5
open
143python-poetry/poetryGitHub34.3k ★
74.3
open
144h4ckf0r0day/obscuraGitHub25.8k ★
74.3
open
145privy-io/go-sdkGitHub4 ★
74.3
open
146jestjs/jestGitHub45.5k ★
74.2
open
147vitest-dev/vitestGitHub17.1k ★
74.2
open
148MoonshotAI/kimi-codeGitHub7.3k ★
74.0
open
149vercel-labs/deepsecGitHub7.9k ★
73.9
open
150PowerShell/PowerShellGitHub55.3k ★
73.7
open
151huggingface/datasetsGitHub21.9k ★
73.7
open
152run-llama/llama_indexGitHub52k ★
73.6
open
153pandas-dev/pandasGitHub49.6k ★
73.6
open
154modelcontextprotocol/serversGitHub90.1k ★
73.4
open
155gin-gonic/ginGitHub89.2k ★
73.4
open
156spf13/cobraGitHub44.6k ★
73.4
open
157uber-go/zapGitHub24.6k ★
73.4
open
158huggingface/transformersGitHub164.8k ★
73.2
open
159sharkdp/fdGitHub44.3k ★
73.2
open
160duckdb/duckdbGitHub41k ★
73.2
open

Tracking 371 repos · last updated